Our list of top 9 open-source MLOps tools include Metaflow, MLReef, MLRun, ZenML, MLflow, Seldon, Bodywork, Pachyderm & DVC. (more…)
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I trained convolutional neural networks on images of household appliances to simulate a home inspector with machine learning. (more…)
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Linear algebra is to machine learning as flour to bakery: every machine learning model is based in linear algebra, as every cake is based in flour. It is not the only ingredient, of course. Machine learning models need vector calculus, probability, and op... (more…)
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The U.S. Copyright Office and the U.S. Patent and Trademark Office are hosting an October 26, 2021, conference that will explore machine learning in practice, how existing copyright laws apply to the training of artificial intelligence, and what the futur... (more…)
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Can maintaining machine learning in production be easier? I go through some practical tips. (more…)
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